Partial-Nodes-Based Finite-Time Fault Estimator Design for Nonlinear Time-Varying Complex Networks Utilizing Binary Encoding Schemes

This paper is mainly concerned with the finite-time partial-nodes-based fault estimation issue for time-varying complex networks with binary encoding schemes subject to multiplicative noises. Binary encoding schemes are employed concerning the communication from the sensor to the remote estimator. R...

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Published inIEEE access Vol. 13; pp. 140297 - 140312
Main Authors Hou, Nan, Yang, Dandi, Bu, Xianye, Hu, Zhongrui, Sui, Dianjie
Format Journal Article
LanguageEnglish
Published Piscataway IEEE 2025
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Actuators
Binary encoding schemes
Channel noise
Circuit faults
Coding
Complex networks
Encoding
Estimation
Estimators
Linear matrix inequalities
multiplicative noises
Nodes
Noise
partial-nodes-based fault estimation
Petroleum
State estimation
stochastic finite-time boundedness
Stochastic processes
Symmetric matrices
time-varying complex networks
Vectors
Online AccessGet full text
ISSN2169-3536
2169-3536
DOI10.1109/ACCESS.2025.3596099

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Abstract This paper is mainly concerned with the finite-time partial-nodes-based fault estimation issue for time-varying complex networks with binary encoding schemes subject to multiplicative noises. Binary encoding schemes are employed concerning the communication from the sensor to the remote estimator. Random bit error is taken into account as a result of channel noise, whose influence is represented via an equivalent stochastic noise. In view of some unavailable measurements, only measurements from partial nodes are adopted to carry on the estimation work, and the model of time-varying fault and state estimators is constructed. By virtue of performance analysis of stochastic finite-time boundedness for the estimation error dynamics, sufficient condition is developed by which the existence of desired estimators is guaranteed and such time-varying estimators are designed. Via solving a sequence of linear matrix inequalities, gains of the finite-time estimators are obtained straightforward. The correctness of the designed finite-time time-varying fault estimators is testified using two illustrative simulation examples.
AbstractList This paper is mainly concerned with the finite-time partial-nodes-based fault estimation issue for time-varying complex networks with binary encoding schemes subject to multiplicative noises. Binary encoding schemes are employed concerning the communication from the sensor to the remote estimator. Random bit error is taken into account as a result of channel noise, whose influence is represented via an equivalent stochastic noise. In view of some unavailable measurements, only measurements from partial nodes are adopted to carry on the estimation work, and the model of time-varying fault and state estimators is constructed. By virtue of performance analysis of stochastic finite-time boundedness for the estimation error dynamics, sufficient condition is developed by which the existence of desired estimators is guaranteed and such time-varying estimators are designed. Via solving a sequence of linear matrix inequalities, gains of the finite-time estimators are obtained straightforward. The correctness of the designed finite-time time-varying fault estimators is testified using two illustrative simulation examples.
Author Yang, Dandi
Bu, Xianye
Hou, Nan
Sui, Dianjie
Hu, Zhongrui
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SubjectTerms Actuators
Binary encoding schemes
Channel noise
Circuit faults
Coding
Complex networks
Encoding
Estimation
Estimators
Linear matrix inequalities
multiplicative noises
Nodes
Noise
partial-nodes-based fault estimation
Petroleum
State estimation
stochastic finite-time boundedness
Stochastic processes
Symmetric matrices
time-varying complex networks
Vectors
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Title Partial-Nodes-Based Finite-Time Fault Estimator Design for Nonlinear Time-Varying Complex Networks Utilizing Binary Encoding Schemes
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